diff --git a/src/main/java/redis/clients/jedis/MultiNodePipelineBase.java b/src/main/java/redis/clients/jedis/MultiNodePipelineBase.java
index 247069410a..439049bc34 100644
--- a/src/main/java/redis/clients/jedis/MultiNodePipelineBase.java
+++ b/src/main/java/redis/clients/jedis/MultiNodePipelineBase.java
@@ -10,10 +10,16 @@
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
 
+import org.apache.commons.pool2.PooledObject;
+import org.apache.commons.pool2.PooledObjectFactory;
+import org.apache.commons.pool2.impl.DefaultPooledObject;
+import org.apache.commons.pool2.impl.GenericObjectPool;
+import org.apache.commons.pool2.impl.GenericObjectPoolConfig;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import redis.clients.jedis.exceptions.JedisConnectionException;
+import redis.clients.jedis.exceptions.JedisException;
 import redis.clients.jedis.util.IOUtils;
 
 public abstract class MultiNodePipelineBase extends PipelineBase {
@@ -27,6 +33,41 @@ public abstract class MultiNodePipelineBase extends PipelineBase {
    */
   public static volatile int MULTI_NODE_PIPELINE_SYNC_WORKERS = 3;
 
+  // Create the object pool
+  private static GenericObjectPool<ExecutorService> servicePool = new GenericObjectPool<ExecutorService>(new ExecutorServiceFactory(), new GenericObjectPoolConfig<>());
+
+  // Create a factory for creating and managing ExecutorService objects
+  private static class ExecutorServiceFactory implements PooledObjectFactory<ExecutorService>
+  {
+
+    @Override
+    public PooledObject<ExecutorService> makeObject() throws Exception {
+      return new DefaultPooledObject<>(
+          Executors.newFixedThreadPool(MULTI_NODE_PIPELINE_SYNC_WORKERS));
+    }
+
+    @Override
+    public void destroyObject(PooledObject<ExecutorService> p) throws Exception {
+      p.getObject().shutdown();
+    }
+
+    @Override
+    public boolean validateObject(PooledObject<ExecutorService> p) {
+      return true; // Always valid
+    }
+
+    @Override
+    public void activateObject(PooledObject<ExecutorService> p) throws Exception {
+      // No activation needed
+    }
+
+    @Override
+    public void passivateObject(PooledObject<ExecutorService> p) throws Exception {
+      // No passivation needed
+    }
+  }
+
+
   private final Map<HostAndPort, Queue<Response<?>>> pipelinedResponses;
   private final Map<HostAndPort, Connection> connections;
   private volatile boolean syncing = false;
@@ -85,42 +126,48 @@ public final void sync() {
     }
     syncing = true;
 
-    ExecutorService executorService = Executors.newFixedThreadPool(MULTI_NODE_PIPELINE_SYNC_WORKERS);
-
-    CountDownLatch countDownLatch = new CountDownLatch(pipelinedResponses.size());
-    Iterator<Map.Entry<HostAndPort, Queue<Response<?>>>> pipelinedResponsesIterator
-        = pipelinedResponses.entrySet().iterator();
-    while (pipelinedResponsesIterator.hasNext()) {
-      Map.Entry<HostAndPort, Queue<Response<?>>> entry = pipelinedResponsesIterator.next();
-      HostAndPort nodeKey = entry.getKey();
-      Queue<Response<?>> queue = entry.getValue();
-      Connection connection = connections.get(nodeKey);
-      executorService.submit(() -> {
-        try {
-          List<Object> unformatted = connection.getMany(queue.size());
-          for (Object o : unformatted) {
-            queue.poll().set(o);
-          }
-        } catch (JedisConnectionException jce) {
-          log.error("Error with connection to " + nodeKey, jce);
-          // cleanup the connection
-          pipelinedResponsesIterator.remove();
-          connections.remove(nodeKey);
-          IOUtils.closeQuietly(connection);
-        } finally {
-          countDownLatch.countDown();
-        }
-      });
-    }
-
+    ExecutorService executorService = null;
     try {
-      countDownLatch.await();
-    } catch (InterruptedException e) {
-      log.error("Thread is interrupted during sync.", e);
+      executorService = servicePool.borrowObject();
+    } catch (Exception e) {
+      throw new JedisException("Error with borrowing executor service from pool", e);
     }
 
-    executorService.shutdownNow();
+    try {
+      CountDownLatch countDownLatch = new CountDownLatch(pipelinedResponses.size());
+      Iterator<Map.Entry<HostAndPort, Queue<Response<?>>>> pipelinedResponsesIterator
+          = pipelinedResponses.entrySet().iterator();
+        while (pipelinedResponsesIterator.hasNext()) {
+          Map.Entry<HostAndPort, Queue<Response<?>>> entry = pipelinedResponsesIterator.next();
+          HostAndPort nodeKey = entry.getKey();
+          Queue<Response<?>> queue = entry.getValue();
+          Connection connection = connections.get(nodeKey);
+          executorService.submit(() -> {
+            try {
+              List<Object> unformatted = connection.getMany(queue.size());
+              for (Object o : unformatted) {
+                queue.poll().set(o);
+              }
+            } catch (JedisConnectionException jce) {
+              log.error("Error with connection to " + nodeKey, jce);
+              // cleanup the connection
+              pipelinedResponsesIterator.remove();
+              connections.remove(nodeKey);
+              IOUtils.closeQuietly(connection);
+            } finally {
+              countDownLatch.countDown();
+            }
+          });
+        }
 
+        try {
+          countDownLatch.await();
+        } catch (InterruptedException e) {
+          log.error("Thread is interrupted during sync.", e);
+        }
+    } finally {
+      servicePool.returnObject(executorService);
+    }
     syncing = false;
   }